Update app.py

app.py

@@ -40,8 +40,48 @@ class BasicAgent:
         if not openai_api_key:
             raise ValueError("OPENAI_API_KEY not set!")
 
+        # Imposta il logger
+        logging.basicConfig(level=logging.DEBUG)
+
+        # LLM per LlamaIndex
+        llm = OpenAI(
+            model="gpt-4o-mini",
+            temperature=0,
+            api_key=openai_api_key,
+            verbose=True
+        )
+        Settings.llm = llm
 
+        # Tool per estrarre ingredienti
+        ingredient_tool = FunctionTool.from_defaults(
+            name="extract_ingredients",
+            fn=extract_ingredients,
+            description="Extracts and returns a comma-separated, alphabetized list of ingredients for a pie filling from a transcription string."
+        )
+
+        # Registra il tool
+        Settings.tools = [ingredient_tool]
 
+        # Prepara l'agente
+        self.agent = OpenAIAgent.from_tools([ingredient_tool], llm=llm, verbose=True)
+
+        # Client OpenAI per chiamate esterne (immagini/audio)
+        self.client = OpenAI(api_key=openai_api_key)
+
+        # Carica i documenti
+        self.documents = SimpleDirectoryReader("data").load_data()
+        self.index = VectorStoreIndex.from_documents(self.documents, settings=Settings)
+        self.query_engine = self.index.as_query_engine()
+
+        print("coso Agent ready.")
+
+
+        
+
+
+        
+
+        '''
         tools = [
             {
                 "type": "function",
@@ -97,7 +137,7 @@ class BasicAgent:
         # Prepara il query engine
         self.query_engine = self.index.as_query_engine()
         print("coso Agent ready.")
-    '''
+    
     def __call__(self, question: str) -> str:
         print(f"Received question: {question[:50]}...")
         response = self.query_engine.query(question)